Shikun Feng

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 56

Top Topics

Supervised Classification

Chemical Reaction

Document Understanding

Top Venues

SemEval@ACL/IJCNLP

Publications

Han Tang, Shikun Feng, Bicheng Lin, Yuyan Ni, Jingjing Liu, Wei-Ying Ma, Yanyan Lan
Contextual Molecule Representation Learning from Chemical Reaction Knowledge. CoRR (2024)
Shikun Feng, Yuyan Ni, Minghao Li, Yanwen Huang, Zhi-Ming Ma, Wei-Ying Ma, Yanyan Lan
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning. CoRR (2024)
Yuyan Ni, Shikun Feng, Xin Hong, Yuancheng Sun, Wei-Ying Ma, Zhi-Ming Ma, Qiwei Ye, Yanyan Lan
Pre-training with Fractional Denoising to Enhance Molecular Property Prediction. CoRR (2024)
Shikun Feng, Jiaxin Zheng, Yinjun Jia, Yanwen Huang, Fengfeng Zhou, Wei-Ying Ma, Yanyan Lan
MoleculeCLA: Rethinking Molecular Benchmark via Computational Ligand-Target Binding Analysis. CoRR (2024)
Qiying Yu, Yudi Zhang, Yuyan Ni, Shikun Feng, Yanyan Lan, Hao Zhou, Jingjing Liu
Multimodal Molecular Pretraining via Modality Blending. ICLR (2024)
Mingguo He, Zhewei Wei, Shikun Feng, Zhengjie Huang, Weibin Li, Yu Sun, Dianhai Yu
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials. WWW (2024)
Yuyan Ni, Shikun Feng, Wei-Ying Ma, Zhi-Ming Ma, Yanyan Lan
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method. ICLR (2024)
Shikun Feng, Minghao Li, Yinjun Jia, Wei-Ying Ma, Yanyan Lan
Protein-ligand binding representation learning from fine-grained interactions. ICLR (2024)
Yuchen Wang, Jinghui Zhang, Zhengjie Huang, Weibin Li, Shikun Feng, Ziheng Ma, Yu Sun, Dianhai Yu, Fang Dong, Jiahui Jin, Beilun Wang, Junzhou Luo
Label Information Enhanced Fraud Detection against Low Homophily in Graphs. CoRR (2023)
Shikun Feng, Yuyan Ni, Yanyan Lan, Zhi-Ming Ma, Wei-Ying Ma
Fractional Denoising for 3D Molecular Pre-training. ICML (2023)
Yuyan Ni, Shikun Feng, Wei-Ying Ma, Zhi-Ming Ma, Yanyan Lan
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method. CoRR (2023)
Yuchen Wang, Jinghui Zhang, Zhengjie Huang, Weibin Li, Shikun Feng, Ziheng Ma, Yu Sun, Dianhai Yu, Fang Dong, Jiahui Jin, Beilun Wang, Junzhou Luo
Label Information Enhanced Fraud Detection against Low Homophily in Graphs. WWW (2023)
Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. CoRR (2023)
Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai
ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. ICDAR (2) (2023)
Yiji Cheng, Fei Yin, Xiaoke Huang, Xintong Yu, Jiaxiang Liu, Shikun Feng, Yujiu Yang, Yansong Tang
Efficient Text-Guided 3D-Aware Portrait Generation with Score Distillation Sampling on Distribution. CoRR (2023)
Sijin Wu, Dan Zhang, Teng Hu, Shikun Feng
DocPrompt: Large-scale continue pretrain for zero-shot and few-shot document question answering. CoRR (2023)
Shikun Feng, Yuyan Ni, Yanyan Lan, Zhi-Ming Ma, Wei-Ying Ma
Fractional Denoising for 3D Molecular Pre-training. CoRR (2023)
Anfeng Cheng, Yiding Liu, Weibin Li, Qian Dong, Shuaiqiang Wang, Zhengjie Huang, Shikun Feng, Zhicong Cheng, Dawei Yin
Layout-aware Webpage Quality Assessment. CoRR (2023)
Shikun Feng, Lixin Yang, Wei-Ying Ma, Yanyan Lan
UniMAP: Universal SMILES-Graph Representation Learning. CoRR (2023)
Shikun Feng, Minghao Li, Yinjun Jia, Weiying Ma, Yanyan Lan
Protein-ligand binding representation learning from fine-grained interactions. CoRR (2023)
Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Li Chen, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. CVPR (2023)
Mingguo He, Zhewei Wei, Shikun Feng, Zhengjie Huang, Weibin Li, Yu Sun, Dianhai Yu
Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials. CoRR (2023)
Xuewu Jiao, Weibin Li, Xinxuan Wu, Wei Hu, Miao Li, Jiang Bian, Siming Dai, Xinsheng Luo, Mingqing Hu, Zhengjie Huang, Danlei Feng, Junchao Yang, Shikun Feng, Haoyi Xiong, Dianhai Yu, Shuanglong Li, Jingzhou He, Yanjun Ma, Lin Liu
PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation. KDD (2023)
Qiying Yu, Yudi Zhang, Yuyan Ni, Shikun Feng, Yanyan Lan, Hao Zhou, Jingjing Liu
Unified Molecular Modeling via Modality Blending. CoRR (2023)
Weixin Liu, Xuyi Chen, Jiaxiang Liu, Shikun Feng, Yu Sun, Hao Tian, Hua Wu
ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization. CoRR (2023)
Wenjin Wang, Zhengjie Huang, Bin Luo, Qianglong Chen, Qiming Peng, Yinxu Pan, Weichong Yin, Shikun Feng, Yu Sun, Dianhai Yu, Yin Zhang
ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding. CoRR (2022)
Wenjin Wang, Zhengjie Huang, Bin Luo, Qianglong Chen, Qiming Peng, Yinxu Pan, Weichong Yin, Shikun Feng, Yu Sun, Dianhai Yu, Yin Zhang
mmLayout: Multi-grained MultiModal Transformer for Document Understanding. ACM Multimedia (2022)
Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng
ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps. KDD (2022)
Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CoRR (2022)
Zhida Feng, Zhenyu Zhang, Xintong Yu, Yewei Fang, Lanxin Li, Xuyi Chen, Yuxiang Lu, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. CoRR (2022)
Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning. CoRR (2022)
Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention. CoRR (2022)
Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, Shikun Feng
POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps. CoRR (2022)
Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CIKM (2022)
Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Yuhui Cao, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. EMNLP (Findings) (2022)
Qiming Peng, Yinxu Pan, Wenjin Wang, Bin Luo, Zhenyu Zhang, Zhengjie Huang, Teng Hu, Weichong Yin, Yongfeng Chen, Yin Zhang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. CoRR (2022)
Yuxiang Lu, Yiding Liu, Jiaxiang Liu, Yunsheng Shi, Zhengjie Huang, Shikun Feng, Yu Sun, Hao Tian, Hua Wu, Shuaiqiang Wang, Dawei Yin, Haifeng Wang
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval. CoRR (2022)
Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning. IJCAI (2022)
Shuohuan Wang, Yu Sun, Yang Xiang, Zhihua Wu, Siyu Ding, Weibao Gong, Shikun Feng, Junyuan Shang, Yanbin Zhao, Chao Pang, Jiaxiang Liu, Xuyi Chen, Yuxiang Lu, Weixin Liu, Xi Wang, Yangfan Bai, Qiuliang Chen, Li Zhao, Shiyong Li, Peng Sun, Dianhai Yu, Yanjun Ma, Hao Tian, Hua Wu, Tian Wu, Wei Zeng, Ge Li, Wen Gao, Haifeng Wang
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR (2021)
Zhida Feng, Jiji Tang, Jiaxiang Liu, Weichong Yin, Shikun Feng, Yu Sun, Li Chen
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification. SemEval@ACL/IJCNLP (2021)
Chao Pang, Xiaoran Fan, Weiyue Su, Xuyi Chen, Shuohuan Wang, Jiaxiang Liu, Xuan Ouyang, Shikun Feng, Yu Sun
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense. SemEval@ACL/IJCNLP (2021)
Weiyue Su, Xuyi Chen, Shikun Feng, Jiaxiang Liu, Weixin Liu, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression. CoRR (2021)
Weiyue Su, Zeyang Fang, Hui Zhong, Huijuan Wang, Siming Dai, Zhengjie Huang, Yunsheng Shi, Shikun Feng, Zeyu Chen
NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC. CoRR (2021)
Yu Sun, Shuohuan Wang, Shikun Feng, Siyu Ding, Chao Pang, Junyuan Shang, Jiaxiang Liu, Xuyi Chen, Yanbin Zhao, Yuxiang Lu, Weixin Liu, Zhihua Wu, Weibao Gong, Jianzhong Liang, Zhizhou Shang, Peng Sun, Wei Liu, Xuan Ouyang, Dianhai Yu, Hao Tian, Hua Wu, Haifeng Wang
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. CoRR (2021)
Weibin Li, Mingkai He, Zhengjie Huang, Xianming Wang, Shikun Feng, Weiyue Su, Yu Sun
Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems. CoRR (2021)
Yunsheng Shi, Zhengjie Huang, Shikun Feng, Hui Zhong, Wenjing Wang, Yu Sun
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification. IJCAI (2021)
Yunsheng Shi, Zhengjie Huang, Wenjin Wang, Hui Zhong, Shikun Feng, Yu Sun
Masked Label Prediction: Unified Massage Passing Model for Semi-Supervised Classification. CoRR (2020)
Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding. AAAI (2020)
Zhengjie Huang, Shikun Feng, Weiyue Su, Xuyi Chen, Shuohuan Wang, Jiaxiang Liu, Xuan Ouyang, Yu Sun
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model. SemEval@COLING (2020)
Jiaxiang Liu, Xuyi Chen, Shikun Feng, Shuohuan Wang, Xuan Ouyang, Yu Sun, Zhengjie Huang, Weiyue Su
Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification. SemEval@COLING (2020)
Zhengjie Huang, Shikun Feng, Weiyue Su, Xuyi Chen, Shuohuan Wang, Jiaxiang Liu, Xuan Ouyang, Yu Sun
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model. CoRR (2020)
Jiaxiang Liu, Xuyi Chen, Shikun Feng, Shuohuan Wang, Xuan Ouyang, Yu Sun, Zhengjie Huang, Weiyue Su
kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification. CoRR (2020)
Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Xuyi Chen, Han Zhang, Xin Tian, Danxiang Zhu, Hao Tian, Hua Wu
ERNIE: Enhanced Representation through Knowledge Integration. CoRR (2019)
Yu Sun, Shuohuan Wang, Yu-Kun Li, Shikun Feng, Hao Tian, Hua Wu, Haifeng Wang
ERNIE 2.0: A Continual Pre-training Framework for Language Understanding. CoRR (2019)
Lei Shi, Shikun Feng, Zhifan Zhu
Functional Hashing for Compressing Neural Networks. CoRR (2016)
Jianqing Zhu, Shikun Feng, Dong Yi, Shengcai Liao, Zhen Lei, Stan Z. Li
High-Performance Video Condensation System. IEEE Trans. Circuits Syst. Video Technol. 25 (7) (2015)
Xucong Zhang, Junjie Yan, Shikun Feng, Zhen Lei, Dong Yi, Stan Z. Li
Water Filling: Unsupervised People Counting via Vertical Kinect Sensor. AVSS (2012)
Shikun Feng, Zhen Lei, Dong Yi, Stan Z. Li
Online content-aware video condensation. CVPR (2012)
Shikun Feng, Shengcai Liao, Zhiyong Yuan, Stan Z. Li
Online Principal Background Selection for Video Synopsis. ICPR (2010)
Zhiyong Yuan, Shikun Feng, Qian Yin, Xiali Wang, Dengyi Zhang, Jianhui Zhao, Mianyun Chen
Endoscopic Image Cutting Simulation Based on Mass-Spring Model and Computational Geometry. J. Circuits Syst. Comput. 18 (8) (2009)
Zhiyong Yuan, Qian Yin, Jun Hu, Shikun Feng, Dengyi Zhang
Study on VR-Based Medical Image Deformation for Surgical Training System. ICNC (5) (2008)